Data companies traditionally avoid people-heavy services as it dilutes their high-margin, scalable business model. AI is set to change this by enabling them to deliver a services layer—like campaign strategy and execution—at software-level margins, effectively allowing them to compete with traditional agencies.

AI threatens the traditional agency model by automating production tasks. To remain valuable, agencies must shift from being downstream "workhorses" focused on campaigns to upstream partners that help transform their clients' core ways of working and contribute to high-level strategy.

Agencies can no longer rely on billable hours for tasks AI can automate. Their future lies in strategic consulting, helping clients navigate AI adoption, manage change, and develop custom AI agents and applications, which are currently unmet needs for most brands.

According to Higgsfield AI, a new market is emerging where Fortune 500 brands are bypassing large ad agencies and hiring small (10-30 person) AI-native firms to create social media commercials. This demonstrates a strategic shift towards agile, specialized partners for AI-driven creative production.

To stay valuable, marketers must polarize their skills to either end of the spectrum. You must either be incredibly technical—able to deploy AI workflows like an engineer—or operate at the outer edges of creativity and storytelling. The 'good enough' skills of the messy middle will be automated away.

AI is transforming knowledge work into a manufacturing process. Agencies must shift from bespoke creative services to a factory model focused on efficient workflows, standardized work instructions, and rigorous quality control processes to mass-produce high-quality output. Resisting this operational shift risks obsolescence.

The competitive landscape for e-commerce brands is now defined by speed. Agencies still using legacy workflows are actively hindering their clients' growth. To remain valuable, agencies must adopt AI to accelerate experimentation and execution for their clients.

The next evolution of SaaS involves selling entire, functional teams. Companies will offer 'agent swarms'—collections of specialized AIs for media buying, copywriting, etc.—that can be 'hired' to execute campaigns, fundamentally disrupting the agency and software models.

As AI automates tactical marketing execution, agencies that only deliver these services risk becoming obsolete. The path to long-term viability is shifting the value proposition from task completion to implementing comprehensive frameworks and operating systems that AI cannot create on its own.